Benchmarking Safety Monitors for Image Classifiers with Machine Learning

Raul Sena Ferreira, Jean Arlat, Jeremie Guiochet +1

High-accurate machine learning (ML) image classifiers cannot guarantee that they will not fail at operation. Thus, their deployment in safety-critical applications such as autonomo…